Publications

Books



  • M. P. J. van der Loo and E. de Jonge, Statistical data cleaning with applications in r, New York: John wiley & sons, inc, 2018.
    [Bibtex]
    @book{loo2018statistical,
    title = {Statistical data cleaning with applications in R},
    author = {Mark P.J. van der Loo and Edwin de Jonge},
    publisher = {John Wiley \& Sons, Inc},
    year = {2018},
    address = {New York},
    isbn = {1118897153},
    isbn13 = {978-1-118-89715-7},
    repo = {https://github.com/data-cleaning/book},
    amazon = {https://www.amazon.com/Statistical-Data-Cleaning-Applications-R/dp/1118897153},
    }
  • M. P. J. van der Loo and E. de Jonge, Learning RStudio for r Statistical Computing, Birmingham, {UK}: Packt publishing, 2012.
    [Bibtex]
    @book{loo2012learning,
    title = {Learning {RS}tudio for R {S}tatistical {C}omputing},
    author = {Mark P.J. van der Loo and Edwin de Jonge},
    publisher = {Packt publishing},
    year = {2012},
    address = {Birmingham, {UK}},
    isbn = {1782160604},
    isbn13 = {9781782160601},
    repo = {https://github.com/rstudiobook},
    amazon = {http://www.amazon.com/Learning-RStudio-R-Statistical-Computing/dp/1782160604/},
    packt = {http://www.packtpub.com/learning-rstudio-for-r-statistical-computing/book}
    }

Journal Articles

  • [PDF] M. van der Loo, "Monitoring data in R with the lumberjack package," Journal of Statistical Software, p. Accepted for publication, 2020.
    [Bibtex]
    @article{loo2020monitoring,
    title = {Monitoring data in {R} with the lumberjack package},
    year = {2020},
    author = {MPJ van der Loo},
    journal = {{Journal of Statistical Software}},
    pages = {Accepted for publication},
    volume = {},
    note = {},
    pdf = {http://arxiv.org/abs/2005.04050}
    }
  • B. Vetromilla, N. Opdam, F. Reida, R. Sarkis-Onofre, F. Demarco, M. van der Loo, M. Cenci, and T. Pereira-Cenci, "Treatment options for large posterior restorations: a systematic review and network meta-analysis," Journal of the American Dental Association, p. Accepted for publication, 2020.
    [Bibtex]
    @article{vetromilla2020treatment,
    title = {Treatment options for large posterior restorations: a systematic review and
    network meta-analysis},
    year = {2020},
    author = {BM Vetromilla and NJ Opdam and FL Reida and R Sarkis-Onofre and FF Demarco and
    MPJ van der Loo and MS Cenci and T Pereira-Cenci },
    journal = {{Journal of the American Dental Association}},
    pages = {Accepted for publication},
    volume = {},
    note = {},
    pdf = {}
    }
  • [PDF] M. van der Loo, "A method for deriving information from running R code," The R Journal, p. Accepted for publication, 2020.
    [Bibtex]
    @article{loo2019method,
    title = {A method for deriving information from running {R} code},
    year = {2020},
    author = {MPJ van der Loo},
    journal = {The {R} {Journal}},
    pages = {Accepted for publication},
    volume = {},
    note = {},
    pdf = {https://arxiv.org/abs/2002.07472}
    }
  • [PDF] M. van der Loo and E. de Jonge, "Data validation infrastructure for R," Journal of statistical software, vol. 97, p. 1–31, 2021.
    [Bibtex]
    @article{loo2019validation,
    title = {Data Validation Infrastructure for {R}},
    year = {2021},
    author = {MPJ van der Loo and E de Jonge},
    journal = {Journal of Statistical Software},
    pages = {1--31},
    volume = {97},
    note = {},
    pdf = {https://doi.org/10.18637/jss.v097.i10}
    }
  • [PDF] M. P. J. van der Loo and E. de Jonge, "Data validation," Wiley statsref: statistics reference online, p. 1–7, 2020.
    [Bibtex]
    @article{loo2019data,
    title = {Data Validation},
    year = {2020},
    journal = {Wiley StatsRef: Statistics Reference Online},
    author = {M.P.J. van der Loo and E. de Jonge},
    pages = {1--7},
    pdf = {https://doi.org/10.1002/9781118445112.stat08255}
    }
  • [PDF] A. Kowarik and M. van der Loo, "Using R in the statistical office: the experience of statistics netherlands and Statistics Austria," Romanian Statistical Review, vol. 1/2018, p. 15–29, 2018.
    [Bibtex]
    @article{loo2018using,
    title = {Using {R} in the statistical office: the experience of statistics Netherlands and {S}tatistics {A}ustria},
    author = {Alexander Kowarik and Mark van der Loo},
    journal = {Romanian {S}tatistical {R}eview},
    pages = {15--29},
    year = {2018},
    volume = {1/2018},
    pdf = {http://www.markvanderloo.eu/files/statistics/RRS_1_2018_A02.pdf},
    url = {http://www.revistadestatistica.ro/index.php/using-r-in-the-statistical-office-the-experience-of-statistics-netherlands-and-statistics-austria/}
    }
  • [PDF] M. P. J. van der Loo, "Experiences with r based data editing systems," Romanian Statistical Review, vol. 2/2015, pp. 141-152, 2015.
    [Bibtex]
    @article{loo2015experiences,
    title = {Experiences with R based data editing systems},
    author = {M.P.J. van der Loo},
    journal = {{R}omanian {S}tatistical {R}eview},
    volume = {2/2015},
    pages = {141-152},
    pdf = {http://www.markvanderloo.eu/files/statistics/RRS2_2015_A14.pdf},
    url = {http://www.revistadestatistica.ro/index.php/romanian-statistical-review-22015/},
    year = {2015}
    }
  • [PDF] [DOI] M. P. J. van der Loo, "The stringdist Package for Approximate String Matching," The R Journal, vol. 6, pp. 111-122, 2014.
    [Bibtex]
    @article{loo2014stringdist,
    title = {The stringdist {P}ackage for {A}pproximate {S}tring {M}atching},
    author = {M.P.J. van der Loo},
    journal = {The {R} {J}ournal},
    volume = {6},
    issue = {1},
    pages = {111-122},
    pdf = {http://www.markvanderloo.eu/files/statistics/loo.pdf},
    doi = {10.32614/RJ-2014-011},
    year = {2014}
    }
  • [PDF] [DOI] J. Pannekoek, S. Scholtus, and M. van der Loo, "Automated and manual data editing: a view on process design and methodology," Journal of official statistics, vol. 29, pp. 511-537, 2013.
    [Bibtex]
    @article{pannekoek2013automated,
    author = {J. Pannekoek and S. Scholtus and M. van der Loo},
    title = {Automated and manual data editing: a view on process design and methodology},
    year = {2013},
    journal = {Journal of Official Statistics},
    volume = {29},
    pages = {511-537},
    pdf = {http://www.markvanderloo.eu/files/statistics/jos-2013-0038.pdf},
    doi = {10.2478/jos-2013-0038},
    url = {http://www.degruyter.com/view/j/jos.2013.29.issue-4/issue-files/jos.2013.29.issue-4.xml}
    }
  • [PDF] [DOI] D. C. Radenovic, A. J. A. van Roij, S. -M. Wu, J. J. ter Meulen, D. H. Parker, M. P. J. van der Loo, and G. C. Groenenboom, "Predissociation of the a$^2\Sigma^+$(v=3) state of the oh radical," Phys. chem. chem. phys., vol. 11, p. 4754, 2009.
    [Bibtex]
    @article{radenovic2009predissociation,
    author = {D.C. Radenovic and A.J.A. van Roij and S.-M. Wu and J.J. ter Meulen and D.H. Parker and M.P.J. van der Loo and G.C. Groenenboom},
    title = {Predissociation of the A$^2\Sigma^+$(v=3) state of the OH radical},
    journal = {Phys. Chem. Chem. Phys.},
    volume = {11},
    pages = {4754},
    doi = {10.1039/b900249a},
    pdf = {http://www.markvanderloo.eu/files/molphys/pccp-11-4754-2009.pdf},
    key = {theochem},
    year = {2009}
    }
  • [PDF] [DOI] D. C. Radenovic, A. J. A. van Roij, S. Wu, T. J. J. Meulen, D. H. Parker, M. P. J. van der Loo, L. M. C. Janssen, and G. C. Groenenboom, "Photodissociation of vibrationally excited oh/od radicals," Molecular physics, vol. 106, pp. 557-572, 2008.
    [Bibtex]
    @article{radenovic2008photodissociation,
    author = {Dragana C. Radenovic and Andre J.A. van Roij and Shiou-Min Wu and J.J. Ter Meulen and David H. Parker and Mark P.J. van der Loo and Liesbeth M.C. Janssen and Gerrit C. Groenenboom},
    title = {Photodissociation of vibrationally excited OH/OD radicals},
    journal = {Molecular Physics},
    volume = {106},
    pages = {557-572},
    year = {2008},
    key = {theochem},
    doi = {10.1080/00268970801922783},
    pdf = {http://www.markvanderloo.eu/files/molphys/mp-106-557-2008.pdf}
    }
  • [PDF] [DOI] M. P. J. van der Loo and G. C. Groenenboom, "Erratum: theoretical transition probabilities for the OH meinel system," Journal of chemical physics, vol. 128, p. 159902, 2008.
    [Bibtex]
    @article{loo2008erratum,
    journal = {Journal of Chemical Physics},
    author = {M. P. J. van der Loo and G. C. Groenenboom},
    title = {Erratum: Theoretical transition probabilities for the {OH} meinel system},
    pages = {159902},
    year = {2008},
    key = {theochem},
    doi = {10.1063/1.2899016},
    pdf = {http://www.markvanderloo.eu/files/molphys/jcp-128-159902-2008.pdf},
    volume = {128}
    }
  • [PDF] [DOI] L. M. C. Janssen, M. P. J. van der Loo, and G. C. Groenenboom, "Photodissociation of vibrationally excited sh and sd radicals at 288 and 291 nm: the $S^1D_2$ channel," Journal of chemical physics, vol. 126, p. 114314, 2007.
    [Bibtex]
    @article{janssen2007photodissociation,
    author = {L.M.C. Janssen and M.P.J. van der Loo and G.C. Groenenboom},
    title = {Photodissociation of vibrationally excited SH and SD radicals at 288 and 291 nm: The $S^1D_2$ channel},
    journal = {Journal of Chemical Physics},
    pages = {114314},
    year = {2007},
    key = {theochem},
    doi = {10.1063/1.2646522},
    pdf = {http://www.markvanderloo.eu/files/molphys/jcp-126-114314-2007.pdf},
    volume = {126}
    }
  • [PDF] [DOI] M. P. J. van der Loo and G. C. Groenenboom, "Theoretical transition probabilities for the OH meinel system," Journal of chemical physics, vol. 126, p. 94304, 2007.
    [Bibtex]
    @article{loo2007theoretical,
    author = {M. P. J. van der Loo and G. C. Groenenboom},
    title = {Theoretical transition probabilities for the {OH} meinel system},
    journal = {Journal of Chemical Physics},
    pages = {094304},
    year = {2007},
    key = {theochem},
    doi = {10.1063/1.2646859},
    pdf = {http://www.markvanderloo.eu/files/molphys/jcp-126-114314-2007.pdf},
    volume = {126}
    }
  • [PDF] [DOI] M. P. J. van der Loo, G. C. Groenenboom, M. J. Jamieson, and A. Dalgarno, "Raman association of h$_2$ in the early universe," Proceedings of the royal society of chemistry faraday discussions, vol. 133, p. 1, 2006.
    [Bibtex]
    @article{loo2006raman,
    author = {M. P. J. van der Loo and G. C. Groenenboom and M. J. Jamieson and A. Dalgarno},
    title = {Raman association of H$_2$ in the early universe},
    journal = {Proceedings of the Royal Society of Chemistry Faraday Discussions},
    volume = {133},
    pages = {1},
    key = {theochem},
    doi = {10.1039/B516803A},
    pdf = {http://www.markvanderloo.eu/files/molphys/b516803a.pdf},
    year = {2006}
    }
  • [PDF] [DOI] M. P. J. van der Loo and A. Dalgarno, "Recombination of h$_2$ by raman association in the early universe," The astrophysical journal letters, vol. 646, p. L91-L94, 2006.
    [Bibtex]
    @article{loo2006recombination,
    author = {M.P.J. van der Loo and A. Dalgarno},
    title = {Recombination of H$_2$ by Raman association in the early universe},
    journal = {The Astrophysical Journal Letters},
    volume = {646},
    pages = {L91-L94},
    year = {2006},
    key = {theochem},
    doi = {10.1086/506963},
    pdf = {http://www.markvanderloo.eu/files/molphys/apjl-646-91-2006.pdf}
    }
  • [PDF] [DOI] S. Y. T. van de Meerakker, N. Vanhaecke, M. P. J. van der Loo, G. C. Groenenboom, and G. Meijer, "Direct measurement of the radiative lifetime of vibrationally excited oh radicals," Physical review letters, vol. 95, p. 13003, 2005.
    [Bibtex]
    @article{meerakker2005direct,
    title = {Direct Measurement of the Radiative Lifetime of Vibrationally Excited OH Radicals},
    author = {Sebastiaan Y. T. van de Meerakker and Nicolas Vanhaecke and Mark P. J. van der Loo and Gerrit C. Groenenboom and Gerard Meijer},
    journal = {Physical Review Letters},
    volume = {95},
    pages = {013003},
    year = {2005},
    key = {theochem},
    doi = {10.1103/PhysRevLett.95.013003},
    pdf = {http://www.markvanderloo.eu/files/molphys/prl-95-013003-2005.pdf}
    }
  • [PDF] [DOI] M. P. J. van der Loo and G. C. Groenenboom, "Ab initio calculation of (2+1) rempi spectra and lifetimes of the (d,3)$^2\Sigma^-$ states of oh and od," Journal of chemical physics, vol. 123, p. 74310, 2005.
    [Bibtex]
    @article{loo2005ab,
    author = {M. P. J. van der Loo and G. C. Groenenboom},
    title = {Ab initio calculation of (2+1) REMPI spectra and lifetimes of the (D,3)$^2\Sigma^-$ states of OH and OD},
    journal = {Journal of Chemical Physics},
    pages = {074310},
    year = {2005},
    volume = {123},
    key = {theochem},
    doi = {10.1063/1.1997133},
    pdf = {http://www.markvanderloo.eu/files/molphys/jcp-123-074310-2005.pdf}
    }
  • M. van der Loo, "Concentratie oh in de atmosfeer begrepen," Chemisch2weekblad, vol. 100, p. 19, 2004.
    [Bibtex]
    @article{loo2004concentratie,
    author = {Mark van der Loo},
    title = {Concentratie OH in de atmosfeer begrepen },
    journal = {Chemisch2Weekblad},
    volume = {100},
    pages = {19},
    year = {2004},
    key = {theochem}
    }
  • [PDF] [DOI] D. C. Radenovic, A. J. A. van Roij, D. A. Chestakov, A. T. J. B. Eppink, J. J. ter Meulen, D. H. Parker, M. P. J. van der Loo, G. C. Groenenboom, M. E. Greenslade, and M. I. Lester, "Photodissociation of the od radical at 226 and 243 nm," Journal of chemical physics, vol. 119, p. 9341, 2003.
    [Bibtex]
    @article{radenovic2003photodissociation,
    author = {D.C. Radenovic and A. J. A. van Roij and D. A. Chestakov and A. T. J. B. Eppink and J. J. ter Meulen and D. H. Parker and M. P. J. van der Loo and G. C. Groenenboom and M. E. Greenslade and M. I. Lester},
    title = {Photodissociation of the OD radical at 226 and 243 nm},
    journal = {Journal of Chemical Physics},
    volume = {119},
    pages = {9341},
    year = {2003},
    key = {theochem},
    doi = {10.1063/1.1623175},
    pdf = {http://www.markvanderloo.eu/files/molphys/jcp-119-9341-2003.pdf}
    }

PhD Thesis

  • [PDF] M. P. J. van der Loo, "Photoinduced dynamics in oh, h$_2$ and n$_2$o," PhD Thesis, Nijmegen, 2008.
    [Bibtex]
    @phdthesis{loo2008photoinduced,
    author = {M.P.J. van der Loo},
    title = {Photoinduced dynamics in OH, H$_2$ and N$_2$O},
    school = {Institute for Theoretical Chemistry, Radboud {U}niversiteit {N}ijmegen},
    year = {2008},
    url = {http://www.theochem.ru.nl},
    pdf = {http://www.markvanderloo.eu/files/molphys/thesis_markvanderloo.pdf},
    address = {Nijmegen},
    key = {phdthesis}
    }

Technical reports

  • [PDF] M. van der Loo and O. ten Bosch, "Design of a generic machine-readable validation report structure," ESSNet {V}alidatIntegration, deliverable No. 2, 2017.
    [Bibtex]
    @techreport{loo2017design,
    title = {Design of a generic machine-readable validation report structure},
    author = {Mark van der Loo and Olav ten Bosch},
    year = {2017},
    institution = {ESSNet {V}alidatIntegration},
    number = {deliverable No. 2},
    url = {https://ec.europa.eu/eurostat/cros/content/essnet-validat-integration\_en},
    pdf = {http://www.markvanderloo.eu/files/statistics/20170815essnetvalidationwp2valreport_1.0.0.pdf}
    }
  • [PDF] D. M. Zio, N. Fursova, T. Gelsema, S. Giessing, U Guarnera, J. Ptrauskiene, Q. L. Kalben, M. Scanu, K. ten Bosch, M. van der Loo, and K. Walsdorfe, "Methodology for data validation," ESSNet on validation, deliverable No., 2015.
    [Bibtex]
    @techreport{loo2015methodology,
    title = {Methodology for data validation},
    author = {M Di Zio and N Fursova and T Gelsema and S Giessing and U
    Guarnera and J Ptrauskiene and L Quensel-von Kalben and
    M Scanu and K ten Bosch and M van der Loo and K Walsdorfe},
    year = {2015},
    institution = {ESSNet on validation},
    number = {deliverable No. },
    url = {https://ec.europa.eu/eurostat/cros/content/methodology-data-validation-handbook-final\_en},
    pdf = {http://www.markvanderlooleu/files/statistics/methodology_for_data_validation_final.pdf}
    }
  • [PDF] E. de Jonge and M. van der Loo, "Error localisation as a mixed integer problem in the editirules package," Statistics Netherlands, 201407, 2014.
    [Bibtex]
    @techreport{jonge2014error,
    author = {E. de Jonge and M. van der Loo},
    title = {Error localisation as a mixed integer problem in the editirules package},
    year = {2014},
    institution = {Statistics Netherlands},
    number = {201407},
    pdf = {http://www.markvanderloo.eu/files/statistics/201407x10pub.pdf},
    url = {http://www.cbs.nl/nl-NL/menu/methoden/onderzoek-methoden/discussionpapers/archief/2014/default.htm}
    }
  • [PDF] B. van den Broek, M. van der Loo, and J. Pannekoek, "Kwaliteitsmaten voor het datacorrectieproces," Statistics Netherlands, 201408, 2014.
    [Bibtex]
    @techreport{broek2014kwaliteitsmaten,
    author = {B. van den Broek and M. van der Loo and J. Pannekoek},
    title = {Kwaliteitsmaten voor het datacorrectieproces},
    year = {2014},
    institution = {Statistics Netherlands},
    number = {201408},
    pdf = {http://www.markvanderloo.eu/files/statistics/201408x10pub.pdf},
    url = {http://www.cbs.nl/nl-NL/menu/methoden/onderzoek-methoden/discussionpapers/archief/2014/default.htm}
    }
  • [PDF] E. de Jonge and M. van der Loo, "An introduction to data cleaning with R," Statistics Netherlands, 201313, 2013.
    [Bibtex]
    @techreport{jonge2013introduction,
    author = {E. de Jonge and M. van der Loo},
    title = {{A}n introduction to data cleaning with {R}},
    year = {2013},
    institution = {Statistics Netherlands},
    number = {201313},
    pdf = {http://www.markvanderloo.eu/files/statistics/2013-13-x10-pub.pdf},
    url = {http://www.cbs.nl/nl-NL/menu/methoden/onderzoek-methoden/discussionpapers/archief/2013/default.htm}
    }
  • [PDF] J. Pannekoek, S. Scholtus, and M. van der Loo, "Automated and manual data editing: a view on process design and methodology," Statistics Netherlands, The Hague{/}Heerlen, 201309, 2013.
    [Bibtex]
    @techreport{pannekoek2013DPautomated,
    author = {J. Pannekoek and S. Scholtus and M. van der Loo},
    title = {Automated and manual data editing: a view on process design and methodology},
    year = {2013},
    institution = {Statistics Netherlands},
    address = {The Hague{/}Heerlen},
    number = {201309},
    key = {statistics},
    pdf = {http://www.markvanderloo.eu/files/statistics/201309x10pub.pdf},
    url = {http://www.cbs.nl/nl-NL/menu/methoden/onderzoek-methoden/discussionpapers/archief/2013/default.htm}
    }
  • [PDF] M. van der Loo and E. de Jonge, "Manipulation of conditional restrictions and error localization with the editrules package," Statistics Netherlands, The Hague{/}Heerlen, 2012015, 2012.
    [Bibtex]
    @techreport{loo2012manipulation,
    author = {Mark van der Loo and Edwin de Jonge},
    title = {Manipulation of conditional restrictions and error localization with the editrules package},
    year = {2012},
    institution = {Statistics Netherlands},
    address = {The Hague{/}Heerlen},
    number = {2012015},
    key = {statistics},
    pdf = {http://www.markvanderloo.eu/files/statistics/201215x10pub.pdf},
    url = {http://www.cbs.nl/nl-NL/menu/methoden/onderzoek-methoden/discussionpapers/archief/2012/default.htm},
    rpackage = {http://cran.r-project.org/web/packages/editrules/index.html}
    }
  • [PDF] E. de Jonge and M. van der Loo, "Manipulation of linear edits and error localization with the editrules package," Statistics Netherlands, The Hague{/}Heerlen, 2011020, 2011.
    [Bibtex]
    @techreport{jonge2011linear,
    author = {Edwin de Jonge and Mark van der Loo},
    title = {Manipulation of linear edits and error localization with the editrules package},
    year = {2011},
    institution = {Statistics Netherlands},
    address = {The Hague{/}Heerlen},
    number = {2011020},
    key = {statistics},
    pdf = {http://www.markvanderloo.eu/files/statistics/2011x1020.pdf},
    url = {http://www.cbs.nl/nl-NL/menu/methoden/onderzoek-methoden/discussionpapers/archief/2011/default.htm},
    rpackage = {http://cran.r-project.org/web/packages/editrules/index.html}
    }
  • [PDF] M. van der Loo and E. de Jonge, "Manipulation of categorical data edits and error localization with the editrules package," Statistics Netherlands, The Hague{/}Heerlen, 2011029, 2011.
    [Bibtex]
    @techreport{loo2011categorical,
    author = {Mark van der Loo and Edwin de Jonge},
    title = {Manipulation of categorical data edits and error localization with the editrules package},
    year = {2011},
    institution = {Statistics Netherlands},
    address = {The Hague{/}Heerlen},
    number = {2011029},
    key = {statistics},
    pdf = {http://www.markvanderloo.eu/files/statistics/2011x37063art.pdf},
    url = {http://www.cbs.nl/nl-NL/menu/methoden/onderzoek-methoden/discussionpapers/archief/2011/default.htm},
    rpackage = {http://cran.r-project.org/web/packages/editrules/index.html}
    }
  • [PDF] M. van der Loo, E. de Jonge, and S. Scholtus, "Correction of rounding, typing and sign errors with the deducorrect package," Statistics Netherlands, The Hague{/}Heerlen, 2011019, 2011.
    [Bibtex]
    @techreport{loo2011correction,
    author = {Mark van der Loo and Edwin de Jonge and S. Scholtus},
    title = {Correction of rounding, typing and sign errors with the deducorrect package},
    year = {2011},
    institution = {Statistics Netherlands},
    address = {The Hague{/}Heerlen},
    number = {2011019},
    key = {statistics},
    pdf = {http://www.markvanderloo.eu/files/statistics/2011x1019.pdf},
    url = {http://www.cbs.nl/nl-NL/menu/methoden/onderzoek-methoden/discussionpapers/archief/2011/default.htm},
    rpackage = {http://cran.r-project.org/web/packages/deducorrect/index.html}
    }
  • [PDF] M. van der Loo and E. de Jonge, "Deductive imputation with the deducorrect package," Statistics Netherlands, The Hague{/}Heerlen, 201126, 2011.
    [Bibtex]
    @techreport{loo2011deductive,
    author = {Mark van der Loo and Edwin de Jonge},
    title = {Deductive imputation with the deducorrect package},
    year = {2011},
    institution = {Statistics Netherlands},
    address = {The Hague{/}Heerlen},
    number = {201126},
    key = {statistics},
    pdf = {http://www.markvanderloo.eu/files/statistics/2011x1047.pdf},
    url = {http://www.cbs.nl/nl-NL/menu/methoden/onderzoek-methoden/discussionpapers/archief/2011/default.htm},
    rpackage = {http://cran.r-project.org/web/packages/deducorrect/index.html}
    }
  • [PDF] J. Hoogland, M. van der Loo, J. Pannekoek, and S. Scholtus, "Controle en correctie," Statistics Netherlands, The Hague{/}Heerlen, 10003, 2010.
    [Bibtex]
    @techreport{hoogland2010controle,
    author = {J. Hoogland and M. van der Loo and J. Pannekoek and S. Scholtus },
    title = {Controle en correctie},
    year = {2010},
    institution = {Statistics Netherlands},
    address = {The Hague{/}Heerlen},
    number = {10003},
    key = {statistics},
    note = {in Dutch},
    pdf = {http://www.markvanderloo.eu/files/statistics/2010x3711pub.pdf},
    url = {http://www.cbs.nl/nl-NL/menu/methoden/gevalideerde-methoden/bewerken/default.htm}
    }
  • [PDF] M. P. J. van der Loo, "Distribution based outlier detection for univariate data," Statistics Netherlands, The Hague{/}Heerlen, 10003, 2010.
    [Bibtex]
    @techreport{loo2010distribution,
    author = {Mark P.J. van der Loo},
    title = {Distribution based outlier detection for univariate data },
    year = {2010},
    institution = {Statistics Netherlands},
    address = {The Hague{/}Heerlen},
    number = {10003},
    key = {statistics},
    pdf = {http://www.markvanderloo.eu/files/statistics/201003x10pub.pdf},
    url = {http://www.cbs.nl/nl-NL/menu/methoden/onderzoek-methoden/discussionpapers/archief/2010/default.htm},
    rpackage = {http://cran.r-project.org/web/packages/extremevalues/index.html}
    }
  • [PDF] M. P. J. van der Loo, "Algebraic algorithms for stochastic imputation of item nonresponse with edit restrictions," Statistics Netherlands, The Hague{/}Heerlen, 09037, 2009.
    [Bibtex]
    @techreport{loo2009algebraic,
    author = {Mark P.J. van der Loo},
    title = {Algebraic algorithms for stochastic imputation of item nonresponse with edit restrictions },
    year = {2009},
    institution = {Statistics Netherlands},
    address = {The Hague{/}Heerlen},
    number = {09037},
    key = {statistics},
    pdf = {http://www.markvanderloo.eu/files/statistics/200937x10pub.pdf},
    url = {http://www.cbs.nl/nl-NL/menu/methoden/onderzoek-methoden/discussionpapers/archief/2009/default.htm}
    }
  • [PDF] M. P. J. van der Loo, "An analysis of editing strategies for mixed-mode establishment surveys," Statistics Netherlands, The Hague{/}Heerlen, 09004, 2008.
    [Bibtex]
    @techreport{loo2008analyses,
    author = {Mark P.J. van der Loo},
    title = {An analysis of editing strategies for mixed-mode establishment surveys},
    year = {2008},
    institution = {Statistics Netherlands},
    address = {The Hague{/}Heerlen},
    number = {09004},
    key = {statistics},
    pdf = {http://www.markvanderloo.eu/files/statistics/200804x10pub.pdf},
    url = {http://www.cbs.nl/nl-NL/menu/methoden/onderzoek-methoden/discussionpapers/archief/2008/default.htm}
    }

Conference contributions

  • [PDF] M. van der Loo and O. ten Bosch, "Implementation of generic data validation methodology for short-term statistics," in European establishement statistics workshop eesw19, bilbao, spain, 2019.
    [Bibtex]
    @inproceedings{loo2019implementation,
    title = {Implementation of generic data validation methodology for Short-Term Statistics},
    author = {M. van der Loo and O. ten Bosch},
    year = {2019},
    booktitle = {European Establishement Statistics Workshop EESW19, Bilbao, Spain},
    pdf = {http://www.markvanderloo.eu/files/statistics/20190909_ENBES_van-der-Loo-ten-Bosch.pdf},
    url = {://statswiki.unece.org/display/ENBES/EESW19}
    }
  • [PDF] O. ten Bosch and M. van der Loo, "A generic shiny/js dashboard for data validation results," in The use of r in official statistics (uros2019), 2019.
    [Bibtex]
    @inproceedings{bosch2019generic,
    title = {A generic shiny/js dashboard for data validation results},
    author = {O. ten Bosch and M. van der Loo},
    year = {2019},
    booktitle = {The use of R in official statistics (uRos2019)},
    pdf = {http://www.markvanderloo.eu/files/statistics/20190521_NL_UROS_ShinyValidationDashboard.pdf},
    url = {https://uRosconf.org}
    }
  • M. van der Loo and E. de Jonge, "Statistical data cleaning for business statistics using r," in European establishement statistics workshop eesw19, bilbao, spain, 2019.
    [Bibtex]
    @inproceedings{loo2019statisticalb,
    title = {Statistical Data Cleaning for Business Statistics Using R},
    year = {2019},
    author = {M. van der Loo and E. de Jonge},
    booktitle = {European Establishement Statistics Workshop EESW19, Bilbao, Spain},
    note = {Tutorial session},
    url = {https://github.com/data-cleaning/EESW2019\_tutorial}
    }
  • M. van der Loo and E. de Jonge, "Statistical data cleaning using r," in UseR!2019, toulouse, france, 2019.
    [Bibtex]
    @inproceedings{loo2019statistical,
    title = {Statistical Data Cleaning Using R},
    year = {2019},
    author = {M. van der Loo and E. de Jonge},
    booktitle = {use{R}!2019, Toulouse, France},
    note = {Tutorial session},
    url = {https://github.com/data-cleaning/useR2019\_tutorial}
    }
  • [PDF] M. van der Loo, "Systematic data cleaning using r," in New techniques and technologies for statistics conference, 2019.
    [Bibtex]
    @inproceedings{loo2019systematic,
    author = {Mark van der Loo},
    year = {2019},
    title = {Systematic Data Cleaning using R},
    booktitle = {New Techniques and Technologies for Statistics conference},
    pdf = {http://www.markvanderloo.eu/files/statistics/loo2019systematicNTTS.pdf}
    }
  • E. de Jonge and M. van der Loo, "So your data is tidy, but is it clean? (tutorial)," in 6th international conference on the use of r in official statistics, 2018.
    [Bibtex]
    @inproceedings{loo2018data,
    author = {Edwin de Jonge and Mark van der Loo},
    year = {2018},
    title = {So your data is tidy, but is it clean? (Tutorial)},
    booktitle = {6th International Conference on the Use of R in Official Statistics},
    url = {http://r-project.ro/conference2018.html},
    }
  • M. van der Loo, "Tracking changes in data with the lumberjack package (invited talk)," in European r user meeting 2018, 2018.
    [Bibtex]
    @inproceedings{loo2018lumberjack,
    author = {Mark van der Loo},
    year = {2018},
    title = {Tracking changes in data with the lumberjack package (invited talk)},
    booktitle = {European R User Meeting 2018},
    pfd = {http://www.markvanderloo.eu/files/statistics/erum2018markvanderloo.pdf},
    url = {https://2018.erum.io},
    }
  • [PDF] M. van der Loo, "Open source statistical software for the statistical office," in 61st world statistical congress (isi2017), 2017.
    [Bibtex]
    @inproceedings{loo2017open,
    author = {Mark van der Loo},
    year = {2017},
    title = {Open source statistical software for the statistical office},
    booktitle = {61st world statistical congress (ISI2017)},
    url = {http://isi2017.org},
    pdf = {http://www.markvanderloo.eu/files/statistics/STS043_S3_vanderLoo.pdf}
    }
  • [PDF] M. van der Loo, "Easy imputation with the simputation package," in useR!2017, 2017.
    [Bibtex]
    @inproceedings{loo2017easy,
    author = {Mark van der Loo},
    year = {2017},
    title = {Easy imputation with the simputation package},
    booktitle = {{useR!2017}},
    pdf = {http://www.markvanderloo.eu/files/statistics/user2017markvanderloo.pdf}
    }
  • [PDF] M. van der Loo, J. Pannekoek, and L. Rijnveld, "Computational estimates of data editing-related variance," in Work session on statistical data editing, 2017.
    [Bibtex]
    @inproceedings{loo2017computational,
    author = {Mark van der Loo and Jeroen Pannekoek and Lisanne Rijnveld},
    year = {2017},
    title = {Computational estimates of data editing-related variance},
    booktitle = {Work session on statistical data editing},
    organization = {{UNECE}},
    pdf = {http://www.markvanderloo.eu/files/statistics/DataEditingBootstrap2.pdf}
    }
  • [PDF] M. van der Loo, "A systematic approach to data cleaning with r," in Satrdays, Budapest, 2016.
    [Bibtex]
    @inproceedings{loo2016systematic,
    title = {A systematic approach to data cleaning with R},
    author = {M. van der Loo},
    booktitle = {satRdays},
    address = {Budapest},
    year = {2016},
    pdf = {http://www.markvanderloo.eu/files/statistics/data-cleaning-satRdays-budapest.pdf},
    url = {https://budapest.satRdays.org},
    note  = {}
    }
  • [PDF] M. van der Loo and E. de Jonge, "Data validation infrastructure: the validate package," in User2016, Palo {A}lto, {CA}, 2016.
    [Bibtex]
    @inproceedings{loo2016data,
    title = {Data validation infrastructure: the validate package},
    author = {M. van der Loo and Edwin de Jonge},
    booktitle = {useR2016},
    address = {Palo {A}lto, {CA}},
    year = {2016},
    pdf = {http://www.markvanderloo.eu/files/statistics/vanderloo-useR2016.pdf},
    url = {https://www.useR2016.org},
    note  = {}
    }
  • [PDF] M. van der Loo, "A formal typology of data validation functions," in United Nations Economic Comission for Europe Work Session on Statistical Data Editing, Budapest, 2015.
    [Bibtex]
    @inproceedings{loo2015formal,
    title = {A formal typology of data validation functions},
    author = {M. van der Loo},
    booktitle = {United {N}ations {E}conomic {C}omission for {E}urope {W}ork {S}ession on {S}tatistical {D}ata {E}diting},
    address = {Budapest},
    year = {2015},
    pdf = {http://www.markvanderloo.eu/files/statistics/WP_5_Netherlands_A_formal_typology_of_data_validation_functions.pdf},
    url = {http://www.unece.org/stats/documents/2015.09.sde.html},
    note  = {}
    }
  • M. van der Loo, "Convenient option settings management with the settings package," in UseR!2015, 2015.
    [Bibtex]
    @inproceedings{loo2015convenient,
    title = {Convenient option settings management with the settings package},
    author = {M. van der Loo},
    booktitle = {use{R}!2015},
    year = {2015},
    note = {http://www.user2015.org}
    }
  • [PDF] M. van der Loo, "Approximate text matching with the stringdist package," in UseR!2014, 2014.
    [Bibtex]
    @inproceedings{loo2014approximate,
    author = {M. van der Loo},
    title = {Approximate text matching with the stringdist package},
    booktitle = {use{R}!2014},
    year = {2014},
    pdf = {http://www.markvanderloo.eu/files/statistics/stringdist_useR2014.pdf},
    url = {http://www.user2014.org}
    }
  • [PDF] J. Pannekoek and M. van der Loo, "Implementation and evaluation of automatic editing for business surveys," in United Nations Economic Comission for Europe Work Session on Statistical Data Editing, Paris, 2014.
    [Bibtex]
    @inproceedings{pannekoek2014implementation,
    title = {Implementation and evaluation of automatic editing for business surveys},
    author = {J. Pannekoek and M. van der Loo},
    booktitle = {United {N}ations {E}conomic {C}omission for {E}urope {W}ork {S}ession on {S}tatistical {D}ata {E}diting},
    year = {2014},
    pdf = {http://www.markvanderloo.eu/files/statistics/Topic_2_NL_Pannekoek.pdf},
    address = {Paris},
    url = {http://www.unece.org/stats/documents/2014.04.sde.html}
    }
  • [PDF] M. van der Loo and J. Pannekoek, "Towards generic analyses of data validation functions," in United Nations Economic Comission for Europe Work Session on Statistical Data Editing, Paris, 2014.
    [Bibtex]
    @inproceedings{loo2014generic,
    title = {Towards generic analyses of data validation functions},
    author = {M. van der Loo and J. Pannekoek},
    booktitle = {United {N}ations {E}conomic {C}omission for {E}urope {W}ork {S}ession on {S}tatistical {D}ata {E}diting},
    year = {2014},
    pdf = {http://www.markvanderloo.eu/files/statistics/Topic_5_NL_Vanderloo.pdf},
    address = {Paris},
    url = {http://www.unece.org/stats/documents/2014.04.sde.html}
    }
  • [PDF] M. van der Loo, "An R based data editing system," in New challenges for statistical software – The use of R in official statistics, National {I}nstitute of {S}tatistics, {B}ucharest, 2014.
    [Bibtex]
    @inproceedings{loo2014R,
    title = {An {R} based data editing system},
    author = {Mark van der Loo},
    booktitle = {New challenges for statistical software -- {T}he use of {R} in official statistics},
    year = {2014},
    pdf = {http://www.markvanderloo.eu/files/statistics/data_editing.pdf},
    address = {National {I}nstitute of {S}tatistics, {B}ucharest}
    }
  • [PDF] J. Pannekoek, S. Scholtus, and M. van der Loo, "Automatic data editing functions for business surveys," in EESW13 ENBES European Establishment Statistics Workshop, 2013.
    [Bibtex]
    @inproceedings{pannekoek2013automatic,
    author = {J. Pannekoek and S. Scholtus and M. van der Loo},
    title = {Automatic data editing functions for business surveys},
    booktitle = {{EESW13} {ENBES} {E}uropean {E}stablishment {S}tatistics {W}orkshop},
    year = {2013},
    pdf = {http://www.markvanderloo.eu/files/statistics/Pannekoek_Jeroen_EESW2013_automaticEditingFunctions.pdf},
    url = {http://fdz.iab.de/410/view.aspx}
    }
  • [PDF] E. de Jonge and M. van der Loo, "Tutorial: An introduction with data cleaning with R," in UseR!2013, 2013.
    [Bibtex]
    @inproceedings{jonge2013tutorial,
    author = {E. de Jonge and M. van der Loo},
    title = {{T}utorial: {A}n introduction with data cleaning with {R}},
    booktitle = {use{R}!2013},
    year = {2013},
    pdf = {http://www.markvanderloo.eu/files/statistics/2013-13-x10-pub.pdf},
    url = {http://www.user2013.org}
    }
  • M. van der Loo and E. de Jonge, "Automatic data editing with open source R," in Work Session on Statistical Data Editing, Oslo, 2012.
    [Bibtex]
    @inproceedings{loo2012automatic,
    title = {Automatic data editing with open source {R}},
    author = {Mark van der Loo and Edwin de Jonge},
    booktitle = {{W}ork {S}ession on {S}tatistical {D}ata {E}diting},
    organization= {United {N}ations {E}conomic {C}ommission for {E}urope},
    address = {Oslo},
    month = {September},
    year = {2012},
    url = {http://www.unece.org/stats/documents/2012.09.sde.html},
    note = {Accepted}
    }
  • M. van der Loo, "The introduction and development of R software at Statistics Netherlands," in International Conference on Establishement Surveys, Montréal, 2012.
    [Bibtex]
    @inproceedings{loo2012introduction,
    title = {The introduction and development of {R} software at {S}tatistics {N}etherlands},
    author = {Mark van der Loo},
    organization= {American {M}athematical {S}ociety},
    booktitle = {{I}nternational {C}onference on {E}stablishement {S}urveys},
    year = {2012},
    address = {Montr{\'e}al},
    url = {http://www.amstat.org/meetings/ices/2012},
    note = {In press}
    }
  • M. van der Loo and E. de Jonge, "New data correction features of editrules and deducorrect," in UseR2012, 2012.
    [Bibtex]
    @inproceedings{loo2012new,
    title = {New data correction features of editrules and deducorrect},
    author = {Mark van der Loo and Edwin de Jonge},
    booktitle = {use{R}2012},
    year = {2012},
    url = {http://biostat.mc.vanderbilt.edu/wiki/Main/UseR-2012},
    key = {statistics}
    }
  • [PDF] M. van der Loo and E. de Jonge, "Data cleaning with editrules and deducorrect," in Amst-R-dam R user meeting, 2 april 2012, 2012.
    [Bibtex]
    @inproceedings{loo2012cleaning,
    title = {Data cleaning with editrules and deducorrect},
    author = {Mark van der Loo and Edwin de Jonge},
    booktitle = {{A}mst-{R}-dam {R} user meeting, 2 April 2012},
    year = {2012},
    pdf = {http://www.markvanderloo.eu/files/statistics/amstRdam.pdf}
    }
  • M. P. J. van der Loo, E. de Jonge, and S. Scholtus, "Automatic data editing with deducorrect and editrules," in UseR2011, 2011.
    [Bibtex]
    @inproceedings{loo2011automatic,
    author = {Mark P.J. van der Loo and Edwin de Jonge and Sander Scholtus},
    title = {Automatic data editing with deducorrect and editrules},
    booktitle = {use{R}2011},
    year = {2011},
    url = {http://user2011.org/},
    key = {statistics}
    }
  • [PDF] M. P. J. van der Loo, E. de Jonge, and S. Scholtus, "Automatic editing of numerical data with R," in EESW11 ENBES European Establishment Statistics Workshop, 2011.
    [Bibtex]
    @inproceedings{loo2011numerical,
    author = {Mark P.J. van der Loo and Edwin de Jonge and Sander Scholtus},
    title = {Automatic editing of numerical data with {R}},
    booktitle = {{EESW11} {ENBES} {E}uropean {E}stablishment {S}tatistics {W}orkshop},
    year = {2011},
    pdf = {http://www.markvanderloo.eu/files/statistics/S06_vanderLoo_deJonge_Scholtus.pdf},
    url = {http://enbes.wikispaces.com/EESW11},
    key = {statistics}
    }
  • [PDF] M. P. J. van der Loo, "Detection of outliers with the extremevalues package," in UseR2010, 2010.
    [Bibtex]
    @inproceedings{loo2010detection,
    author = {Mark P.J. van der Loo},
    title = {Detection of outliers with the extremevalues package},
    booktitle = {use{R}2010},
    year = {2010},
    pdf = {http://www.markvanderloo.eu/files/statistics/useR2010_van_der_Loo.pdf},
    url = {http://user2010.org/},
    key = {statistics}
    }
  • [PDF] M. P. J. van der Loo, "Random walk methods for imputation of categorical data under edit restrictions," in Proceedings of the ITACOSM2009 Conference., 2009, p. 260.
    [Bibtex]
    @inproceedings{loo2009random,
    author = {Mark P.J. van der Loo},
    title = {Random walk methods for imputation of categorical data under edit restrictions },
    booktitle = {Proceedings of the {ITACOSM2009} {C}onference.},
    year = {2009},
    pages = {260},
    pdf = {http://www.markvanderloo.eu/files/statistics/van_der_Loo_itacosm2009.pdf},
    url = {http://www.unisi.it/eventi/dmq2009/},
    key = {statistics}
    }